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Real, applied, hands-on experience spanning research, software engineering management, consulting, product development and entrepreneurship has given me a unique combination of deep technical knowledge, broad interdisciplinary skills, and team leadership. I'm as comfortable engaging deeply with a Board member or a customer as I am with an engineer or a product manager.Expert in the application of Machine Learning to real problems as demonstrated across a broad array of problems and industries. Lead Applied Research in Machine Learning with emphasis on revenue drivers and cost reduction. Drive strategic direction, technology roadmap, platform architecture and system design for AI centric solutions and systems. An evangelist with both customers and internal stakeholders on the opportunities for Machine Learning to change the status quo.Applied Machine Learning experience in computer vision, image processing, bioinformatics, audio classification, video analysis, signal processing, financial engineering, human-computer interaction and context aware computing, scientific computing, natural language processing, information retrieval, risk analysis, and behavior modeling; and always looking for more.
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Principal Data ScientistNike Apr 2021 - PresentBeaverton, Or, Us
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Cto, MiradorCuna Mutual Group Dec 2018 - Jun 2020Madison, Wi, UsMirador was acquired by CUNA Mutual Group in December 2018. I continued in my role at Mirador as part of CUNA Mutual Group. -
Co-Founder & CtoMirador Financial Aug 2013 - Dec 2018Portland, Or, UsMirador was acquired in 2018 and is now a wholly owned subsidiary of CUNA Mutual Group.Mirador engineers cutting-edge technology to help small business lenders make faster, smarter and more profitable loan decisions. Backed by proprietary, machine-learning algorithms that provide real-time, continuous analysis of thousands of borrower statistics, our systems enable lenders to significantly reduce costs and loss rates while lending more broadly.Raised initial and subsequent funding rounds (Seed and Series A). Lead company Machine Learning efforts in credit modeling, web/product optimization, network routing, and other product enhancements. Directly manage Information Security and Security Operations (constructed in AWS), IT Operations and all supporting infrastructure, as well as direct our Audit efforts through multiple years (SOC1 type II and SOC2 type II). Support sales efforts though client presentations, thought leadership, and strategy. Wear other hats to support....whatever is needed -
Data ScientistFlightstats Oct 2012 - Nov 2013Design and implement machine learning algorithms for novel use of flight and operational data. Leverage company’s unique position as aggregator of disparate sources of flight data to create a global model of flight network activity. Integrated additional 3rd party data sources to expand dimensional coverage of the network model. (i.e. NOAA METAR, TAFs, SIGMETs and AIRMETs for weather phenomena; Flight Tracker data for equipment tracking and real-time flight updates, etc.); Used network model as inputs to Machine Learning algorithms which predict flight delay and flight propagation delay from 48hours to up to 6 hours before flight departure. Research included model explainability and individual prediction explainability techniques. Constructed distributed data processing pipeline in AWS including an Active Learning environment in Python, Java, scripting, data engineering, etc.
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Sr Machine Learning EngineerTrapit, Inc Aug 2011 - Jun 2012San Francisco, Ca, UsExpanded classification, content filtering, and information retrieval techniques for a learning and personalization platform built on NoSQL (Cassandra) and Python. Developed new methods in adaptive learning and relevance determination for web--scale content personalization. Work with other members of the development team on overall platform performance, reliability, and scalability. -
Director, Product DevelopmentAi-One Inc. Jan 2010 - Aug 2011La Jolla,, Ca, UsResponsible for all implementation, technical planning, strategy, and process of ai-one's core neural net based product offering. Managed remote teams in Switzerland and in Northern Africa. Developed short- and long- term product roadmaps. Collaborate with research staff to evaluate fundamental technical capabilities and to bridge core technology to product to address real customer need. Provide pre-sales engineering support in the form of demonstrations and one-on-one technical sessions with potential customers. -
Software Engineer - Advanced ResearchDrivecam Mar 2008 - Oct 2008San Diego, Ca, UsPrincipal researcher to analyze data from thousands of vehicle recorders capturing millions of event streams from audio, video, GPS, and accelerometer sendor data. Apply machine learning across manual analysis pipeline. Prototype implementations in Matlab and C#/.NET/C++* Performed computer vision and object recognition using OpenCV and C++ on compressed VGA video signals which recorded both road exteriors and cabin interiors. * Build classifiers to find salient events from audio streams (speaking, glass breakage, vehicle roll over, etc.)* Built detectors for recognizing driven vehicle dynamics from accelerometer data using a variety of signal processing features; classified high level driver context and behaviors.* Designed active learning, co-training, and human in the loop processes to drive on-going system improvement across all signals (i.e. allow the system to learn from its mistakes) -
Vice President, Client DevelopmentDatek Online Sep 1999 - Jun 2003UsManaged a multidisciplinary team of designers, developers, and program managers responsible for all user experience and frontend development of Datek's numerous retail brokerage products including realtime market visualization tools (Streamer product line), clearing systems, customer online applications, and active trader tools. -
Co-Founder1Bigthink / Bgr Enterprises Sep 1997 - Feb 2000Developed custom workflow solutions for clients using open source tools. Directed all technical strategy, development and infrastructure for both our company and our clients.
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Manager Of TechnologyAmerican Color Corporation Oct 1995 - Aug 1997UsResponsible for finding, evaluating, and integrating new technologies for use in prepress operations. Managed development and integration across multiple locations. Developed prototypes for customized content management systems. Generated sales presentations and supported sales efforts. -
Sr. ConsultantDeloitte & Touche Jan 1994 - Oct 1995Worldwide, OoLong term project assignment as lead designer and eventual development manager for the Federal Direct Student Loan Consolidation System (FDSCLS). Responsible for analysis, system design, UI design, and implementation. Managed development team of 5 programmers.Conducted formal acceptance testing with government leads. -
ProgrammerApplied Graphics Technologies May 1993 - Dec 1993Built a data driven publishing solution for retail advertisers. Developed workflow tools to allow customers to automate their ad publishing process. Designed and programmed a kiosk prototype using publishing system as core.
William Beaver Skills
William Beaver Education Details
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Uc San DiegoComputer Science -
Columbia UniversityComputer Science
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Carnegie Mellon UniversityInformation And Decision Systems
Frequently Asked Questions about William Beaver
What company does William Beaver work for?
William Beaver works for Nike
What is William Beaver's role at the current company?
William Beaver's current role is Principal Data Scientist at Nike Sport Research Lab.
What is William Beaver's email address?
William Beaver's email address is wb****@****ail.com
What is William Beaver's direct phone number?
William Beaver's direct phone number is +197243*****
What schools did William Beaver attend?
William Beaver attended Uc San Diego, Columbia University, Carnegie Mellon University.
What skills is William Beaver known for?
William Beaver has skills like Machine Learning, Python, Software Engineering, Data Mining, Artificial Intelligence, Algorithms, Software Development, Start Ups, Product Management, Java, Agile Methodologies, Project Management.
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